Dataset statistics
| Number of variables | 33 |
|---|---|
| Number of observations | 201 |
| Missing cells | 51 |
| Missing cells (%) | 0.8% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 51.9 KiB |
| Average record size in memory | 264.6 B |
Variable types
| Numeric | 21 |
|---|---|
| Categorical | 12 |
symboling is highly correlated with normalized-losses and 3 other fields | High correlation |
normalized-losses is highly correlated with symboling | High correlation |
wheel-base is highly correlated with symboling and 12 other fields | High correlation |
length is highly correlated with wheel-base and 14 other fields | High correlation |
width is highly correlated with wheel-base and 12 other fields | High correlation |
height is highly correlated with symboling and 4 other fields | High correlation |
curb-weight is highly correlated with wheel-base and 12 other fields | High correlation |
engine-size is highly correlated with wheel-base and 12 other fields | High correlation |
bore is highly correlated with wheel-base and 12 other fields | High correlation |
compression-ratio is highly correlated with diesel and 1 other fields | High correlation |
horsepower is highly correlated with length and 11 other fields | High correlation |
city-mpg is highly correlated with length and 11 other fields | High correlation |
highway-mpg is highly correlated with wheel-base and 12 other fields | High correlation |
price is highly correlated with wheel-base and 12 other fields | High correlation |
city-L/100km is highly correlated with length and 11 other fields | High correlation |
highway-L/100km is highly correlated with wheel-base and 12 other fields | High correlation |
diesel is highly correlated with compression-ratio and 1 other fields | High correlation |
gas is highly correlated with compression-ratio and 1 other fields | High correlation |
normalized_length is highly correlated with wheel-base and 14 other fields | High correlation |
normalized_width is highly correlated with wheel-base and 12 other fields | High correlation |
normalized_height is highly correlated with symboling and 4 other fields | High correlation |
symboling is highly correlated with normalized-losses and 3 other fields | High correlation |
normalized-losses is highly correlated with symboling | High correlation |
wheel-base is highly correlated with symboling and 11 other fields | High correlation |
length is highly correlated with wheel-base and 12 other fields | High correlation |
width is highly correlated with wheel-base and 12 other fields | High correlation |
height is highly correlated with symboling and 2 other fields | High correlation |
curb-weight is highly correlated with wheel-base and 12 other fields | High correlation |
engine-size is highly correlated with wheel-base and 12 other fields | High correlation |
bore is highly correlated with length and 11 other fields | High correlation |
compression-ratio is highly correlated with diesel and 1 other fields | High correlation |
horsepower is highly correlated with length and 11 other fields | High correlation |
city-mpg is highly correlated with length and 11 other fields | High correlation |
highway-mpg is highly correlated with wheel-base and 12 other fields | High correlation |
price is highly correlated with wheel-base and 12 other fields | High correlation |
city-L/100km is highly correlated with length and 11 other fields | High correlation |
highway-L/100km is highly correlated with wheel-base and 12 other fields | High correlation |
diesel is highly correlated with compression-ratio and 1 other fields | High correlation |
gas is highly correlated with compression-ratio and 1 other fields | High correlation |
normalized_length is highly correlated with wheel-base and 12 other fields | High correlation |
normalized_width is highly correlated with wheel-base and 12 other fields | High correlation |
normalized_height is highly correlated with symboling and 2 other fields | High correlation |
wheel-base is highly correlated with length and 6 other fields | High correlation |
length is highly correlated with wheel-base and 11 other fields | High correlation |
width is highly correlated with wheel-base and 11 other fields | High correlation |
height is highly correlated with normalized_height | High correlation |
curb-weight is highly correlated with wheel-base and 12 other fields | High correlation |
engine-size is highly correlated with wheel-base and 12 other fields | High correlation |
bore is highly correlated with length and 3 other fields | High correlation |
horsepower is highly correlated with width and 8 other fields | High correlation |
city-mpg is highly correlated with length and 10 other fields | High correlation |
highway-mpg is highly correlated with length and 10 other fields | High correlation |
price is highly correlated with wheel-base and 11 other fields | High correlation |
city-L/100km is highly correlated with length and 10 other fields | High correlation |
highway-L/100km is highly correlated with length and 10 other fields | High correlation |
diesel is highly correlated with gas | High correlation |
gas is highly correlated with diesel | High correlation |
normalized_length is highly correlated with wheel-base and 11 other fields | High correlation |
normalized_width is highly correlated with wheel-base and 11 other fields | High correlation |
normalized_height is highly correlated with height | High correlation |
diesel is highly correlated with fuel-system and 1 other fields | High correlation |
fuel-system is highly correlated with diesel and 3 other fields | High correlation |
gas is highly correlated with diesel and 1 other fields | High correlation |
num-of-cylinders is highly correlated with make and 2 other fields | High correlation |
make is highly correlated with fuel-system and 5 other fields | High correlation |
engine-type is highly correlated with num-of-cylinders and 1 other fields | High correlation |
engine-location is highly correlated with make | High correlation |
body-style is highly correlated with num-of-doors | High correlation |
num-of-doors is highly correlated with body-style | High correlation |
drive-wheels is highly correlated with make | High correlation |
price_binned is highly correlated with num-of-cylinders and 1 other fields | High correlation |
aspiration is highly correlated with fuel-system | High correlation |
symboling is highly correlated with normalized-losses and 15 other fields | High correlation |
normalized-losses is highly correlated with symboling and 14 other fields | High correlation |
make is highly correlated with symboling and 28 other fields | High correlation |
aspiration is highly correlated with make and 4 other fields | High correlation |
num-of-doors is highly correlated with symboling and 4 other fields | High correlation |
body-style is highly correlated with make and 8 other fields | High correlation |
drive-wheels is highly correlated with symboling and 22 other fields | High correlation |
engine-location is highly correlated with make and 7 other fields | High correlation |
wheel-base is highly correlated with symboling and 27 other fields | High correlation |
length is highly correlated with symboling and 25 other fields | High correlation |
width is highly correlated with symboling and 23 other fields | High correlation |
height is highly correlated with symboling and 24 other fields | High correlation |
curb-weight is highly correlated with symboling and 24 other fields | High correlation |
engine-type is highly correlated with symboling and 23 other fields | High correlation |
num-of-cylinders is highly correlated with normalized-losses and 22 other fields | High correlation |
engine-size is highly correlated with make and 24 other fields | High correlation |
fuel-system is highly correlated with make and 22 other fields | High correlation |
bore is highly correlated with normalized-losses and 23 other fields | High correlation |
stroke is highly correlated with make and 23 other fields | High correlation |
compression-ratio is highly correlated with make and 22 other fields | High correlation |
horsepower is highly correlated with symboling and 25 other fields | High correlation |
peak-rpm is highly correlated with normalized-losses and 19 other fields | High correlation |
city-mpg is highly correlated with normalized-losses and 21 other fields | High correlation |
highway-mpg is highly correlated with make and 22 other fields | High correlation |
price is highly correlated with make and 22 other fields | High correlation |
city-L/100km is highly correlated with normalized-losses and 25 other fields | High correlation |
highway-L/100km is highly correlated with symboling and 23 other fields | High correlation |
price_binned is highly correlated with symboling and 20 other fields | High correlation |
diesel is highly correlated with aspiration and 4 other fields | High correlation |
gas is highly correlated with aspiration and 4 other fields | High correlation |
normalized_length is highly correlated with symboling and 25 other fields | High correlation |
normalized_width is highly correlated with symboling and 23 other fields | High correlation |
normalized_height is highly correlated with symboling and 24 other fields | High correlation |
normalized-losses has 37 (18.4%) missing values | Missing |
bore has 4 (2.0%) missing values | Missing |
stroke has 4 (2.0%) missing values | Missing |
symboling has 65 (32.3%) zeros | Zeros |
Reproduction
| Analysis started | 2021-10-05 03:25:08.828469 |
|---|---|
| Analysis finished | 2021-10-05 03:25:40.204348 |
| Duration | 31.38 seconds |
| Software version | pandas-profiling v3.1.0 |
| Download configuration | config.json |
| Distinct | 6 |
|---|---|
| Distinct (%) | 3.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.8407960199 |
| Minimum | -2 |
|---|---|
| Maximum | 3 |
| Zeros | 65 |
| Zeros (%) | 32.3% |
| Negative | 25 |
| Negative (%) | 12.4% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | -2 |
|---|---|
| 5-th percentile | -1 |
| Q1 | 0 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 3 |
| Maximum | 3 |
| Range | 5 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.254801723 |
|---|---|
| Coefficient of variation (CV) | 1.492397315 |
| Kurtosis | -0.7071776172 |
| Mean | 0.8407960199 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.1973703603 |
| Sum | 169 |
| Variance | 1.574527363 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 65 | |
| 1 | 52 | |
| 2 | 32 | |
| 3 | 27 | |
| -1 | 22 | 10.9% |
| -2 | 3 | 1.5% |
| Value | Count | Frequency (%) |
| -2 | 3 | 1.5% |
| -1 | 22 | 10.9% |
| 0 | 65 | |
| 1 | 52 | |
| 2 | 32 | |
| 3 | 27 |
| Value | Count | Frequency (%) |
| 3 | 27 | |
| 2 | 32 | |
| 1 | 52 | |
| 0 | 65 | |
| -1 | 22 | 10.9% |
| -2 | 3 | 1.5% |
| Distinct | 51 |
|---|---|
| Distinct (%) | 31.1% |
| Missing | 37 |
| Missing (%) | 18.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 122 |
| Minimum | 65 |
|---|---|
| Maximum | 256 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 65 |
|---|---|
| 5-th percentile | 74 |
| Q1 | 94 |
| median | 115 |
| Q3 | 150 |
| 95-th percentile | 188 |
| Maximum | 256 |
| Range | 191 |
| Interquartile range (IQR) | 56 |
Descriptive statistics
| Standard deviation | 35.44216753 |
|---|---|
| Coefficient of variation (CV) | 0.2905095699 |
| Kurtosis | 0.5254403856 |
| Mean | 122 |
| Median Absolute Deviation (MAD) | 24 |
| Skewness | 0.7659764176 |
| Sum | 20008 |
| Variance | 1256.147239 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 161 | 11 | 5.5% |
| 91 | 8 | 4.0% |
| 150 | 7 | 3.5% |
| 134 | 6 | 3.0% |
| 104 | 6 | 3.0% |
| 128 | 6 | 3.0% |
| 94 | 5 | 2.5% |
| 65 | 5 | 2.5% |
| 74 | 5 | 2.5% |
| 102 | 5 | 2.5% |
| Other values (41) | 100 | |
| (Missing) | 37 | 18.4% |
| Value | Count | Frequency (%) |
| 65 | 5 | |
| 74 | 5 | |
| 77 | 1 | 0.5% |
| 78 | 1 | 0.5% |
| 81 | 2 | 1.0% |
| 83 | 3 | |
| 85 | 5 | |
| 87 | 2 | 1.0% |
| 89 | 2 | 1.0% |
| 90 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 256 | 1 | 0.5% |
| 231 | 1 | 0.5% |
| 197 | 2 | 1.0% |
| 194 | 2 | 1.0% |
| 192 | 2 | 1.0% |
| 188 | 2 | 1.0% |
| 186 | 1 | 0.5% |
| 168 | 5 | |
| 164 | 2 | 1.0% |
| 161 | 11 |
| Distinct | 22 |
|---|---|
| Distinct (%) | 10.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 KiB |
| toyota | |
|---|---|
| nissan | |
| mazda | |
| mitsubishi | |
| honda | |
| Other values (17) |
Length
| Max length | 13 |
|---|---|
| Median length | 6 |
| Mean length | 6.502487562 |
| Min length | 3 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.5% |
Sample
| 1st row | alfa-romero |
|---|---|
| 2nd row | alfa-romero |
| 3rd row | alfa-romero |
| 4th row | audi |
| 5th row | audi |
Common Values
| Value | Count | Frequency (%) |
| toyota | 32 | |
| nissan | 18 | 9.0% |
| mazda | 17 | 8.5% |
| mitsubishi | 13 | 6.5% |
| honda | 13 | 6.5% |
| subaru | 12 | 6.0% |
| volkswagen | 12 | 6.0% |
| peugot | 11 | 5.5% |
| volvo | 11 | 5.5% |
| dodge | 9 | 4.5% |
| Other values (12) | 53 |
Length
| Value | Count | Frequency (%) |
| toyota | 32 | |
| nissan | 18 | 9.0% |
| mazda | 17 | 8.5% |
| mitsubishi | 13 | 6.5% |
| honda | 13 | 6.5% |
| subaru | 12 | 6.0% |
| volkswagen | 12 | 6.0% |
| peugot | 11 | 5.5% |
| volvo | 11 | 5.5% |
| dodge | 9 | 4.5% |
| Other values (12) | 53 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 KiB |
| std | |
|---|---|
| turbo |
Length
| Max length | 5 |
|---|---|
| Median length | 3 |
| Mean length | 3.358208955 |
| Min length | 3 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | std |
|---|---|
| 2nd row | std |
| 3rd row | std |
| 4th row | std |
| 5th row | std |
Common Values
| Value | Count | Frequency (%) |
| std | 165 | |
| turbo | 36 | 17.9% |
Length
Pie chart
| Value | Count | Frequency (%) |
| std | 165 | |
| turbo | 36 | 17.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 2 |
| Missing (%) | 1.0% |
| Memory size | 1.7 KiB |
| four | |
|---|---|
| two |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 3.567839196 |
| Min length | 3 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | two |
|---|---|
| 2nd row | two |
| 3rd row | two |
| 4th row | four |
| 5th row | four |
Common Values
| Value | Count | Frequency (%) |
| four | 113 | |
| two | 86 | |
| (Missing) | 2 | 1.0% |
Length
Pie chart
| Value | Count | Frequency (%) |
| four | 113 | |
| two | 86 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 5 |
|---|---|
| Distinct (%) | 2.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 KiB |
| sedan | |
|---|---|
| hatchback | |
| wagon | |
| hardtop | 8 |
| convertible | 6 |
Length
| Max length | 11 |
|---|---|
| Median length | 5 |
| Mean length | 6.611940299 |
| Min length | 5 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | convertible |
|---|---|
| 2nd row | convertible |
| 3rd row | hatchback |
| 4th row | sedan |
| 5th row | sedan |
Common Values
| Value | Count | Frequency (%) |
| sedan | 94 | |
| hatchback | 68 | |
| wagon | 25 | 12.4% |
| hardtop | 8 | 4.0% |
| convertible | 6 | 3.0% |
Length
Pie chart
| Value | Count | Frequency (%) |
| sedan | 94 | |
| hatchback | 68 | |
| wagon | 25 | 12.4% |
| hardtop | 8 | 4.0% |
| convertible | 6 | 3.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 3 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 KiB |
| fwd | |
|---|---|
| rwd | |
| 4wd | 8 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | rwd |
|---|---|
| 2nd row | rwd |
| 3rd row | rwd |
| 4th row | fwd |
| 5th row | 4wd |
Common Values
| Value | Count | Frequency (%) |
| fwd | 118 | |
| rwd | 75 | |
| 4wd | 8 | 4.0% |
Length
Pie chart
| Value | Count | Frequency (%) |
| fwd | 118 | |
| rwd | 75 | |
| 4wd | 8 | 4.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 KiB |
| front | |
|---|---|
| rear | 3 |
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 4.985074627 |
| Min length | 4 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | front |
|---|---|
| 2nd row | front |
| 3rd row | front |
| 4th row | front |
| 5th row | front |
Common Values
| Value | Count | Frequency (%) |
| front | 198 | |
| rear | 3 | 1.5% |
Length
Pie chart
| Value | Count | Frequency (%) |
| front | 198 | |
| rear | 3 | 1.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 52 |
|---|---|
| Distinct (%) | 25.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 98.79701493 |
| Minimum | 86.6 |
|---|---|
| Maximum | 120.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 86.6 |
|---|---|
| 5-th percentile | 93 |
| Q1 | 94.5 |
| median | 97 |
| Q3 | 102.4 |
| 95-th percentile | 110 |
| Maximum | 120.9 |
| Range | 34.3 |
| Interquartile range (IQR) | 7.9 |
Descriptive statistics
| Standard deviation | 6.066365555 |
|---|---|
| Coefficient of variation (CV) | 0.06140231625 |
| Kurtosis | 0.9484450961 |
| Mean | 98.79701493 |
| Median Absolute Deviation (MAD) | 2.8 |
| Skewness | 1.031261443 |
| Sum | 19858.2 |
| Variance | 36.80079104 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 93.7 | 20 | 10.0% |
| 94.5 | 19 | 9.5% |
| 95.7 | 13 | 6.5% |
| 96.5 | 8 | 4.0% |
| 97.3 | 7 | 3.5% |
| 100.4 | 6 | 3.0% |
| 104.3 | 6 | 3.0% |
| 96.3 | 6 | 3.0% |
| 98.8 | 6 | 3.0% |
| 98.4 | 6 | 3.0% |
| Other values (42) | 104 |
| Value | Count | Frequency (%) |
| 86.6 | 2 | 1.0% |
| 88.4 | 1 | 0.5% |
| 88.6 | 2 | 1.0% |
| 89.5 | 3 | 1.5% |
| 91.3 | 2 | 1.0% |
| 93 | 1 | 0.5% |
| 93.1 | 5 | 2.5% |
| 93.3 | 1 | 0.5% |
| 93.7 | 20 | |
| 94.3 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 120.9 | 1 | 0.5% |
| 115.6 | 2 | 1.0% |
| 114.2 | 4 | |
| 113 | 2 | 1.0% |
| 112 | 1 | 0.5% |
| 110 | 3 | |
| 109.1 | 5 | |
| 108 | 1 | 0.5% |
| 107.9 | 6 | |
| 106.7 | 1 | 0.5% |
| Distinct | 73 |
|---|---|
| Distinct (%) | 36.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 174.200995 |
| Minimum | 141.1 |
|---|---|
| Maximum | 208.1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 141.1 |
|---|---|
| 5-th percentile | 157.3 |
| Q1 | 166.8 |
| median | 173.2 |
| Q3 | 183.5 |
| 95-th percentile | 197 |
| Maximum | 208.1 |
| Range | 67 |
| Interquartile range (IQR) | 16.7 |
Descriptive statistics
| Standard deviation | 12.32217509 |
|---|---|
| Coefficient of variation (CV) | 0.07073538868 |
| Kurtosis | -0.06519162777 |
| Mean | 174.200995 |
| Median Absolute Deviation (MAD) | 6.9 |
| Skewness | 0.1544463518 |
| Sum | 35014.4 |
| Variance | 151.835999 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 157.3 | 15 | 7.5% |
| 188.8 | 11 | 5.5% |
| 186.7 | 7 | 3.5% |
| 166.3 | 7 | 3.5% |
| 171.7 | 7 | 3.5% |
| 186.6 | 6 | 3.0% |
| 165.3 | 6 | 3.0% |
| 176.2 | 6 | 3.0% |
| 177.8 | 6 | 3.0% |
| 176.8 | 5 | 2.5% |
| Other values (63) | 125 |
| Value | Count | Frequency (%) |
| 141.1 | 1 | 0.5% |
| 144.6 | 2 | 1.0% |
| 150 | 3 | 1.5% |
| 155.9 | 1 | 0.5% |
| 156.9 | 1 | 0.5% |
| 157.1 | 1 | 0.5% |
| 157.3 | 15 | |
| 157.9 | 1 | 0.5% |
| 158.7 | 3 | 1.5% |
| 158.8 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 208.1 | 1 | 0.5% |
| 202.6 | 2 | |
| 199.6 | 2 | |
| 199.2 | 1 | 0.5% |
| 198.9 | 4 | |
| 197 | 1 | 0.5% |
| 193.8 | 1 | 0.5% |
| 192.7 | 3 | |
| 191.7 | 1 | 0.5% |
| 190.9 | 2 |
| Distinct | 43 |
|---|---|
| Distinct (%) | 21.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 65.88905473 |
| Minimum | 60.3 |
|---|---|
| Maximum | 72 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 60.3 |
|---|---|
| 5-th percentile | 63.6 |
| Q1 | 64.1 |
| median | 65.5 |
| Q3 | 66.6 |
| 95-th percentile | 70.3 |
| Maximum | 72 |
| Range | 11.7 |
| Interquartile range (IQR) | 2.5 |
Descriptive statistics
| Standard deviation | 2.101470819 |
|---|---|
| Coefficient of variation (CV) | 0.03189408055 |
| Kurtosis | 0.6786551692 |
| Mean | 65.88905473 |
| Median Absolute Deviation (MAD) | 1.4 |
| Skewness | 0.8750290419 |
| Sum | 13243.7 |
| Variance | 4.416179602 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 63.8 | 24 | 11.9% |
| 66.5 | 23 | 11.4% |
| 65.4 | 15 | 7.5% |
| 68.4 | 10 | 5.0% |
| 64.4 | 10 | 5.0% |
| 63.6 | 9 | 4.5% |
| 64 | 9 | 4.5% |
| 65.5 | 8 | 4.0% |
| 65.2 | 7 | 3.5% |
| 64.2 | 6 | 3.0% |
| Other values (33) | 80 |
| Value | Count | Frequency (%) |
| 60.3 | 1 | 0.5% |
| 61.8 | 1 | 0.5% |
| 62.5 | 1 | 0.5% |
| 63.4 | 1 | 0.5% |
| 63.6 | 9 | 4.5% |
| 63.8 | 24 | |
| 63.9 | 3 | 1.5% |
| 64 | 9 | 4.5% |
| 64.1 | 2 | 1.0% |
| 64.2 | 6 | 3.0% |
| Value | Count | Frequency (%) |
| 72 | 1 | 0.5% |
| 71.7 | 3 | |
| 71.4 | 3 | |
| 70.9 | 1 | 0.5% |
| 70.6 | 1 | 0.5% |
| 70.5 | 1 | 0.5% |
| 70.3 | 3 | |
| 69.6 | 2 | |
| 68.9 | 4 | |
| 68.8 | 1 | 0.5% |
| Distinct | 49 |
|---|---|
| Distinct (%) | 24.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 53.76666667 |
| Minimum | 47.8 |
|---|---|
| Maximum | 59.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 47.8 |
|---|---|
| 5-th percentile | 49.7 |
| Q1 | 52 |
| median | 54.1 |
| Q3 | 55.5 |
| 95-th percentile | 57.5 |
| Maximum | 59.8 |
| Range | 12 |
| Interquartile range (IQR) | 3.5 |
Descriptive statistics
| Standard deviation | 2.447822161 |
|---|---|
| Coefficient of variation (CV) | 0.04552676059 |
| Kurtosis | -0.4329081504 |
| Mean | 53.76666667 |
| Median Absolute Deviation (MAD) | 1.6 |
| Skewness | 0.02917329915 |
| Sum | 10807.1 |
| Variance | 5.991833333 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 50.8 | 14 | 7.0% |
| 55.7 | 12 | 6.0% |
| 54.5 | 10 | 5.0% |
| 54.1 | 10 | 5.0% |
| 52 | 9 | 4.5% |
| 55.5 | 9 | 4.5% |
| 56.7 | 8 | 4.0% |
| 54.3 | 8 | 4.0% |
| 52.6 | 7 | 3.5% |
| 56.1 | 7 | 3.5% |
| Other values (39) | 107 |
| Value | Count | Frequency (%) |
| 47.8 | 1 | 0.5% |
| 48.8 | 2 | 1.0% |
| 49.4 | 2 | 1.0% |
| 49.6 | 4 | 2.0% |
| 49.7 | 3 | 1.5% |
| 50.2 | 6 | |
| 50.5 | 1 | 0.5% |
| 50.6 | 5 | 2.5% |
| 50.8 | 14 | |
| 51 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 59.8 | 2 | 1.0% |
| 59.1 | 3 | 1.5% |
| 58.7 | 4 | |
| 58.3 | 1 | 0.5% |
| 57.5 | 3 | 1.5% |
| 56.7 | 8 | |
| 56.5 | 2 | 1.0% |
| 56.3 | 2 | 1.0% |
| 56.2 | 3 | 1.5% |
| 56.1 | 7 |
| Distinct | 169 |
|---|---|
| Distinct (%) | 84.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2555.666667 |
| Minimum | 1488 |
|---|---|
| Maximum | 4066 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 1488 |
|---|---|
| 5-th percentile | 1905 |
| Q1 | 2169 |
| median | 2414 |
| Q3 | 2926 |
| 95-th percentile | 3505 |
| Maximum | 4066 |
| Range | 2578 |
| Interquartile range (IQR) | 757 |
Descriptive statistics
| Standard deviation | 517.2967266 |
|---|---|
| Coefficient of variation (CV) | 0.2024116577 |
| Kurtosis | 0.03491557605 |
| Mean | 2555.666667 |
| Median Absolute Deviation (MAD) | 377 |
| Skewness | 0.7058035875 |
| Sum | 513689 |
| Variance | 267595.9033 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2385 | 4 | 2.0% |
| 1989 | 3 | 1.5% |
| 2275 | 3 | 1.5% |
| 1918 | 3 | 1.5% |
| 2756 | 2 | 1.0% |
| 2414 | 2 | 1.0% |
| 2403 | 2 | 1.0% |
| 4066 | 2 | 1.0% |
| 2145 | 2 | 1.0% |
| 2337 | 2 | 1.0% |
| Other values (159) | 176 |
| Value | Count | Frequency (%) |
| 1488 | 1 | |
| 1713 | 1 | |
| 1819 | 1 | |
| 1837 | 1 | |
| 1874 | 1 | |
| 1876 | 2 | |
| 1889 | 1 | |
| 1890 | 1 | |
| 1900 | 1 | |
| 1905 | 1 |
| Value | Count | Frequency (%) |
| 4066 | 2 | |
| 3950 | 1 | |
| 3900 | 1 | |
| 3770 | 1 | |
| 3750 | 1 | |
| 3740 | 1 | |
| 3715 | 1 | |
| 3685 | 1 | |
| 3515 | 1 | |
| 3505 | 1 |
| Distinct | 6 |
|---|---|
| Distinct (%) | 3.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 KiB |
| ohc | |
|---|---|
| ohcf | |
| ohcv | 13 |
| l | 12 |
| dohc | 12 |
Length
| Max length | 5 |
|---|---|
| Median length | 3 |
| Mean length | 3.119402985 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | dohc |
|---|---|
| 2nd row | dohc |
| 3rd row | ohcv |
| 4th row | ohc |
| 5th row | ohc |
Common Values
| Value | Count | Frequency (%) |
| ohc | 145 | |
| ohcf | 15 | 7.5% |
| ohcv | 13 | 6.5% |
| l | 12 | 6.0% |
| dohc | 12 | 6.0% |
| rotor | 4 | 2.0% |
Length
Pie chart
| Value | Count | Frequency (%) |
| ohc | 145 | |
| ohcf | 15 | 7.5% |
| ohcv | 13 | 6.5% |
| l | 12 | 6.0% |
| dohc | 12 | 6.0% |
| rotor | 4 | 2.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 7 |
|---|---|
| Distinct (%) | 3.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 KiB |
| four | |
|---|---|
| six | |
| five | 10 |
| two | 4 |
| eight | 4 |
| Other values (2) | 2 |
Length
| Max length | 6 |
|---|---|
| Median length | 4 |
| Mean length | 3.895522388 |
| Min length | 3 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 1.0% |
Sample
| 1st row | four |
|---|---|
| 2nd row | four |
| 3rd row | six |
| 4th row | four |
| 5th row | five |
Common Values
| Value | Count | Frequency (%) |
| four | 157 | |
| six | 24 | 11.9% |
| five | 10 | 5.0% |
| two | 4 | 2.0% |
| eight | 4 | 2.0% |
| twelve | 1 | 0.5% |
| three | 1 | 0.5% |
Length
Pie chart
| Value | Count | Frequency (%) |
| four | 157 | |
| six | 24 | 11.9% |
| five | 10 | 5.0% |
| two | 4 | 2.0% |
| eight | 4 | 2.0% |
| twelve | 1 | 0.5% |
| three | 1 | 0.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 43 |
|---|---|
| Distinct (%) | 21.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 126.8756219 |
| Minimum | 61 |
|---|---|
| Maximum | 326 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 61 |
|---|---|
| 5-th percentile | 90 |
| Q1 | 98 |
| median | 120 |
| Q3 | 141 |
| 95-th percentile | 194 |
| Maximum | 326 |
| Range | 265 |
| Interquartile range (IQR) | 43 |
Descriptive statistics
| Standard deviation | 41.54683445 |
|---|---|
| Coefficient of variation (CV) | 0.3274611295 |
| Kurtosis | 5.497490767 |
| Mean | 126.8756219 |
| Median Absolute Deviation (MAD) | 22 |
| Skewness | 1.979144197 |
| Sum | 25502 |
| Variance | 1726.139453 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 122 | 15 | 7.5% |
| 92 | 15 | 7.5% |
| 97 | 14 | 7.0% |
| 98 | 14 | 7.0% |
| 108 | 13 | 6.5% |
| 110 | 12 | 6.0% |
| 90 | 10 | 5.0% |
| 109 | 8 | 4.0% |
| 141 | 7 | 3.5% |
| 120 | 7 | 3.5% |
| Other values (33) | 86 |
| Value | Count | Frequency (%) |
| 61 | 1 | 0.5% |
| 70 | 3 | 1.5% |
| 79 | 1 | 0.5% |
| 80 | 1 | 0.5% |
| 90 | 10 | |
| 91 | 5 | 2.5% |
| 92 | 15 | |
| 97 | 14 | |
| 98 | 14 | |
| 103 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 326 | 1 | 0.5% |
| 308 | 1 | 0.5% |
| 304 | 1 | 0.5% |
| 258 | 2 | 1.0% |
| 234 | 2 | 1.0% |
| 209 | 3 | |
| 194 | 3 | |
| 183 | 4 | |
| 181 | 6 | |
| 173 | 1 | 0.5% |
| Distinct | 8 |
|---|---|
| Distinct (%) | 4.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 KiB |
| mpfi | |
|---|---|
| 2bbl | |
| idi | |
| 1bbl | |
| spdi | 9 |
| Other values (3) | 5 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 3.895522388 |
| Min length | 3 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 1.0% |
Sample
| 1st row | mpfi |
|---|---|
| 2nd row | mpfi |
| 3rd row | mpfi |
| 4th row | mpfi |
| 5th row | mpfi |
Common Values
| Value | Count | Frequency (%) |
| mpfi | 92 | |
| 2bbl | 64 | |
| idi | 20 | 10.0% |
| 1bbl | 11 | 5.5% |
| spdi | 9 | 4.5% |
| 4bbl | 3 | 1.5% |
| spfi | 1 | 0.5% |
| mfi | 1 | 0.5% |
Length
Pie chart
| Value | Count | Frequency (%) |
| mpfi | 92 | |
| 2bbl | 64 | |
| idi | 20 | 10.0% |
| 1bbl | 11 | 5.5% |
| spdi | 9 | 4.5% |
| 4bbl | 3 | 1.5% |
| spfi | 1 | 0.5% |
| mfi | 1 | 0.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 38 |
|---|---|
| Distinct (%) | 19.3% |
| Missing | 4 |
| Missing (%) | 2.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.33071066 |
| Minimum | 2.54 |
|---|---|
| Maximum | 3.94 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 2.54 |
|---|---|
| 5-th percentile | 2.96 |
| Q1 | 3.15 |
| median | 3.31 |
| Q3 | 3.59 |
| 95-th percentile | 3.78 |
| Maximum | 3.94 |
| Range | 1.4 |
| Interquartile range (IQR) | 0.44 |
Descriptive statistics
| Standard deviation | 0.2707934346 |
|---|---|
| Coefficient of variation (CV) | 0.08130199896 |
| Kurtosis | -0.8427208688 |
| Mean | 3.33071066 |
| Median Absolute Deviation (MAD) | 0.26 |
| Skewness | -0.03262168703 |
| Sum | 656.15 |
| Variance | 0.07332908422 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3.62 | 23 | 11.4% |
| 3.19 | 20 | 10.0% |
| 3.15 | 15 | 7.5% |
| 2.97 | 12 | 6.0% |
| 3.03 | 10 | 5.0% |
| 3.46 | 9 | 4.5% |
| 3.78 | 8 | 4.0% |
| 3.31 | 8 | 4.0% |
| 3.43 | 8 | 4.0% |
| 2.91 | 7 | 3.5% |
| Other values (28) | 77 |
| Value | Count | Frequency (%) |
| 2.54 | 1 | 0.5% |
| 2.68 | 1 | 0.5% |
| 2.91 | 7 | |
| 2.92 | 1 | 0.5% |
| 2.97 | 12 | |
| 2.99 | 1 | 0.5% |
| 3.01 | 5 | |
| 3.03 | 10 | |
| 3.05 | 6 | |
| 3.08 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 3.94 | 1 | 0.5% |
| 3.8 | 2 | 1.0% |
| 3.78 | 8 | 4.0% |
| 3.76 | 1 | 0.5% |
| 3.74 | 3 | 1.5% |
| 3.7 | 5 | 2.5% |
| 3.63 | 2 | 1.0% |
| 3.62 | 23 | |
| 3.61 | 1 | 0.5% |
| 3.6 | 1 | 0.5% |
| Distinct | 36 |
|---|---|
| Distinct (%) | 18.3% |
| Missing | 4 |
| Missing (%) | 2.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.256903553 |
| Minimum | 2.07 |
|---|---|
| Maximum | 4.17 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 2.07 |
|---|---|
| 5-th percentile | 2.64 |
| Q1 | 3.11 |
| median | 3.29 |
| Q3 | 3.41 |
| 95-th percentile | 3.64 |
| Maximum | 4.17 |
| Range | 2.1 |
| Interquartile range (IQR) | 0.3 |
Descriptive statistics
| Standard deviation | 0.31925624 |
|---|---|
| Coefficient of variation (CV) | 0.09802446857 |
| Kurtosis | 2.028784197 |
| Mean | 3.256903553 |
| Median Absolute Deviation (MAD) | 0.17 |
| Skewness | -0.6937783864 |
| Sum | 641.61 |
| Variance | 0.1019245468 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3.4 | 19 | 9.5% |
| 3.15 | 14 | 7.0% |
| 3.03 | 14 | 7.0% |
| 3.23 | 14 | 7.0% |
| 3.39 | 13 | 6.5% |
| 2.64 | 11 | 5.5% |
| 3.35 | 9 | 4.5% |
| 3.29 | 9 | 4.5% |
| 3.46 | 8 | 4.0% |
| 3.5 | 6 | 3.0% |
| Other values (26) | 80 |
| Value | Count | Frequency (%) |
| 2.07 | 1 | 0.5% |
| 2.19 | 2 | 1.0% |
| 2.36 | 1 | 0.5% |
| 2.64 | 11 | |
| 2.68 | 2 | 1.0% |
| 2.76 | 1 | 0.5% |
| 2.8 | 2 | 1.0% |
| 2.87 | 1 | 0.5% |
| 2.9 | 3 | 1.5% |
| 3.03 | 14 |
| Value | Count | Frequency (%) |
| 4.17 | 2 | 1.0% |
| 3.9 | 3 | 1.5% |
| 3.86 | 4 | |
| 3.64 | 5 | |
| 3.58 | 6 | |
| 3.54 | 4 | |
| 3.52 | 5 | |
| 3.5 | 6 | |
| 3.47 | 4 | |
| 3.46 | 8 |
| Distinct | 32 |
|---|---|
| Distinct (%) | 15.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.16427861 |
| Minimum | 7 |
|---|---|
| Maximum | 23 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 7 |
|---|---|
| 5-th percentile | 7.5 |
| Q1 | 8.6 |
| median | 9 |
| Q3 | 9.4 |
| 95-th percentile | 21.9 |
| Maximum | 23 |
| Range | 16 |
| Interquartile range (IQR) | 0.8 |
Descriptive statistics
| Standard deviation | 4.004965493 |
|---|---|
| Coefficient of variation (CV) | 0.3940235848 |
| Kurtosis | 5.068872476 |
| Mean | 10.16427861 |
| Median Absolute Deviation (MAD) | 0.4 |
| Skewness | 2.584462433 |
| Sum | 2043.02 |
| Variance | 16.0397486 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 9 | 46 | |
| 9.4 | 26 | |
| 8.5 | 14 | 7.0% |
| 9.5 | 13 | 6.5% |
| 9.3 | 11 | 5.5% |
| 8.7 | 9 | 4.5% |
| 8 | 8 | 4.0% |
| 9.2 | 8 | 4.0% |
| 7 | 6 | 3.0% |
| 23 | 5 | 2.5% |
| Other values (22) | 55 |
| Value | Count | Frequency (%) |
| 7 | 6 | |
| 7.5 | 5 | 2.5% |
| 7.6 | 4 | 2.0% |
| 7.7 | 2 | 1.0% |
| 7.8 | 1 | 0.5% |
| 8 | 8 | |
| 8.1 | 2 | 1.0% |
| 8.3 | 3 | 1.5% |
| 8.4 | 5 | 2.5% |
| 8.5 | 14 |
| Value | Count | Frequency (%) |
| 23 | 5 | |
| 22.7 | 1 | 0.5% |
| 22.5 | 3 | |
| 22 | 1 | 0.5% |
| 21.9 | 1 | 0.5% |
| 21.5 | 4 | |
| 21 | 5 | |
| 11.5 | 1 | 0.5% |
| 10.1 | 1 | 0.5% |
| 10 | 2 | 1.0% |
| Distinct | 58 |
|---|---|
| Distinct (%) | 29.1% |
| Missing | 2 |
| Missing (%) | 1.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 103.3969849 |
| Minimum | 48 |
|---|---|
| Maximum | 262 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 48 |
|---|---|
| 5-th percentile | 62 |
| Q1 | 70 |
| median | 95 |
| Q3 | 116 |
| 95-th percentile | 176.6 |
| Maximum | 262 |
| Range | 214 |
| Interquartile range (IQR) | 46 |
Descriptive statistics
| Standard deviation | 37.55384271 |
|---|---|
| Coefficient of variation (CV) | 0.3632005588 |
| Kurtosis | 1.27867076 |
| Mean | 103.3969849 |
| Median Absolute Deviation (MAD) | 25 |
| Skewness | 1.141584284 |
| Sum | 20576 |
| Variance | 1410.291102 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 68 | 19 | 9.5% |
| 69 | 10 | 5.0% |
| 70 | 9 | 4.5% |
| 116 | 9 | 4.5% |
| 110 | 8 | 4.0% |
| 95 | 7 | 3.5% |
| 88 | 6 | 3.0% |
| 101 | 6 | 3.0% |
| 62 | 6 | 3.0% |
| 114 | 6 | 3.0% |
| Other values (48) | 113 |
| Value | Count | Frequency (%) |
| 48 | 1 | 0.5% |
| 52 | 2 | 1.0% |
| 55 | 1 | 0.5% |
| 56 | 2 | 1.0% |
| 58 | 1 | 0.5% |
| 60 | 1 | 0.5% |
| 62 | 6 | 3.0% |
| 64 | 1 | 0.5% |
| 68 | 19 | |
| 69 | 10 |
| Value | Count | Frequency (%) |
| 262 | 1 | 0.5% |
| 207 | 3 | |
| 200 | 1 | 0.5% |
| 184 | 2 | 1.0% |
| 182 | 3 | |
| 176 | 2 | 1.0% |
| 175 | 1 | 0.5% |
| 162 | 2 | 1.0% |
| 161 | 2 | 1.0% |
| 160 | 5 |
| Distinct | 22 |
|---|---|
| Distinct (%) | 11.1% |
| Missing | 2 |
| Missing (%) | 1.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5117.58794 |
| Minimum | 4150 |
|---|---|
| Maximum | 6600 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 4150 |
|---|---|
| 5-th percentile | 4245 |
| Q1 | 4800 |
| median | 5200 |
| Q3 | 5500 |
| 95-th percentile | 6000 |
| Maximum | 6600 |
| Range | 2450 |
| Interquartile range (IQR) | 700 |
Descriptive statistics
| Standard deviation | 480.5218239 |
|---|---|
| Coefficient of variation (CV) | 0.09389615374 |
| Kurtosis | 0.07658783227 |
| Mean | 5117.58794 |
| Median Absolute Deviation (MAD) | 300 |
| Skewness | 0.1077292866 |
| Sum | 1018400 |
| Variance | 230901.2233 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5500 | 36 | |
| 4800 | 36 | |
| 5000 | 27 | |
| 5200 | 23 | |
| 5400 | 11 | 5.5% |
| 6000 | 9 | 4.5% |
| 5250 | 7 | 3.5% |
| 4500 | 7 | 3.5% |
| 5800 | 7 | 3.5% |
| 4150 | 5 | 2.5% |
| Other values (12) | 31 |
| Value | Count | Frequency (%) |
| 4150 | 5 | 2.5% |
| 4200 | 5 | 2.5% |
| 4250 | 3 | 1.5% |
| 4350 | 4 | 2.0% |
| 4400 | 3 | 1.5% |
| 4500 | 7 | 3.5% |
| 4650 | 1 | 0.5% |
| 4750 | 4 | 2.0% |
| 4800 | 36 | |
| 4900 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 6600 | 2 | 1.0% |
| 6000 | 9 | 4.5% |
| 5900 | 3 | 1.5% |
| 5800 | 7 | 3.5% |
| 5600 | 1 | 0.5% |
| 5500 | 36 | |
| 5400 | 11 | 5.5% |
| 5300 | 1 | 0.5% |
| 5250 | 7 | 3.5% |
| 5200 | 23 |
| Distinct | 29 |
|---|---|
| Distinct (%) | 14.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 25.17910448 |
| Minimum | 13 |
|---|---|
| Maximum | 49 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 13 |
|---|---|
| 5-th percentile | 16 |
| Q1 | 19 |
| median | 24 |
| Q3 | 30 |
| 95-th percentile | 37 |
| Maximum | 49 |
| Range | 36 |
| Interquartile range (IQR) | 11 |
Descriptive statistics
| Standard deviation | 6.423220469 |
|---|---|
| Coefficient of variation (CV) | 0.2551012279 |
| Kurtosis | 0.7539680878 |
| Mean | 25.17910448 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 0.6804334707 |
| Sum | 5061 |
| Variance | 41.25776119 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 31 | 28 | |
| 19 | 27 | |
| 24 | 22 | |
| 27 | 14 | 7.0% |
| 17 | 12 | 6.0% |
| 23 | 12 | 6.0% |
| 26 | 12 | 6.0% |
| 21 | 8 | 4.0% |
| 25 | 8 | 4.0% |
| 30 | 8 | 4.0% |
| Other values (19) | 50 |
| Value | Count | Frequency (%) |
| 13 | 1 | 0.5% |
| 14 | 2 | 1.0% |
| 15 | 3 | 1.5% |
| 16 | 5 | 2.5% |
| 17 | 12 | |
| 18 | 3 | 1.5% |
| 19 | 27 | |
| 20 | 3 | 1.5% |
| 21 | 8 | 4.0% |
| 22 | 4 | 2.0% |
| Value | Count | Frequency (%) |
| 49 | 1 | 0.5% |
| 47 | 1 | 0.5% |
| 45 | 1 | 0.5% |
| 38 | 5 | |
| 37 | 6 | |
| 36 | 1 | 0.5% |
| 35 | 1 | 0.5% |
| 34 | 1 | 0.5% |
| 33 | 1 | 0.5% |
| 32 | 1 | 0.5% |
| Distinct | 30 |
|---|---|
| Distinct (%) | 14.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 30.68656716 |
| Minimum | 16 |
|---|---|
| Maximum | 54 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 16 |
|---|---|
| 5-th percentile | 22 |
| Q1 | 25 |
| median | 30 |
| Q3 | 34 |
| 95-th percentile | 42 |
| Maximum | 54 |
| Range | 38 |
| Interquartile range (IQR) | 9 |
Descriptive statistics
| Standard deviation | 6.815149936 |
|---|---|
| Coefficient of variation (CV) | 0.22208903 |
| Kurtosis | 0.5611711398 |
| Mean | 30.68656716 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 0.5495071459 |
| Sum | 6168 |
| Variance | 46.44626866 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 25 | 19 | 9.5% |
| 38 | 17 | 8.5% |
| 24 | 17 | 8.5% |
| 30 | 16 | 8.0% |
| 32 | 16 | 8.0% |
| 34 | 14 | 7.0% |
| 37 | 13 | 6.5% |
| 28 | 12 | 6.0% |
| 29 | 10 | 5.0% |
| 33 | 9 | 4.5% |
| Other values (20) | 58 |
| Value | Count | Frequency (%) |
| 16 | 2 | 1.0% |
| 17 | 1 | 0.5% |
| 18 | 2 | 1.0% |
| 19 | 2 | 1.0% |
| 20 | 2 | 1.0% |
| 22 | 7 | 3.5% |
| 23 | 7 | 3.5% |
| 24 | 17 | |
| 25 | 19 | |
| 26 | 3 | 1.5% |
| Value | Count | Frequency (%) |
| 54 | 1 | 0.5% |
| 53 | 1 | 0.5% |
| 50 | 1 | 0.5% |
| 47 | 2 | 1.0% |
| 46 | 2 | 1.0% |
| 43 | 2 | 1.0% |
| 42 | 3 | 1.5% |
| 41 | 3 | 1.5% |
| 39 | 2 | 1.0% |
| 38 | 17 |
| Distinct | 186 |
|---|---|
| Distinct (%) | 92.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13207.12935 |
| Minimum | 5118 |
|---|---|
| Maximum | 45400 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 5118 |
|---|---|
| 5-th percentile | 6189 |
| Q1 | 7775 |
| median | 10295 |
| Q3 | 16500 |
| 95-th percentile | 32528 |
| Maximum | 45400 |
| Range | 40282 |
| Interquartile range (IQR) | 8725 |
Descriptive statistics
| Standard deviation | 7947.066342 |
|---|---|
| Coefficient of variation (CV) | 0.601725487 |
| Kurtosis | 3.231536887 |
| Mean | 13207.12935 |
| Median Absolute Deviation (MAD) | 3306 |
| Skewness | 1.809675339 |
| Sum | 2654633 |
| Variance | 63155863.44 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 13499 | 2 | 1.0% |
| 16500 | 2 | 1.0% |
| 9279 | 2 | 1.0% |
| 7609 | 2 | 1.0% |
| 6229 | 2 | 1.0% |
| 8495 | 2 | 1.0% |
| 18150 | 2 | 1.0% |
| 8921 | 2 | 1.0% |
| 7898 | 2 | 1.0% |
| 6692 | 2 | 1.0% |
| Other values (176) | 181 |
| Value | Count | Frequency (%) |
| 5118 | 1 | |
| 5151 | 1 | |
| 5195 | 1 | |
| 5348 | 1 | |
| 5389 | 1 | |
| 5399 | 1 | |
| 5499 | 1 | |
| 5572 | 2 | |
| 6095 | 1 | |
| 6189 | 1 |
| Value | Count | Frequency (%) |
| 45400 | 1 | |
| 41315 | 1 | |
| 40960 | 1 | |
| 37028 | 1 | |
| 36880 | 1 | |
| 36000 | 1 | |
| 35550 | 1 | |
| 35056 | 1 | |
| 34184 | 1 | |
| 34028 | 1 |
| Distinct | 29 |
|---|---|
| Distinct (%) | 14.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.944145484 |
| Minimum | 4.795918367 |
|---|---|
| Maximum | 18.07692308 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 4.795918367 |
|---|---|
| 5-th percentile | 6.351351351 |
| Q1 | 7.833333333 |
| median | 9.791666667 |
| Q3 | 12.36842105 |
| 95-th percentile | 14.6875 |
| Maximum | 18.07692308 |
| Range | 13.28100471 |
| Interquartile range (IQR) | 4.535087719 |
Descriptive statistics
| Standard deviation | 2.534599261 |
|---|---|
| Coefficient of variation (CV) | 0.254883566 |
| Kurtosis | -0.06511888838 |
| Mean | 9.944145484 |
| Median Absolute Deviation (MAD) | 1.958333333 |
| Skewness | 0.5923833561 |
| Sum | 1998.773242 |
| Variance | 6.424193415 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7.580645161 | 28 | |
| 12.36842105 | 27 | |
| 9.791666667 | 22 | |
| 8.703703704 | 14 | 7.0% |
| 9.038461538 | 12 | 6.0% |
| 10.2173913 | 12 | 6.0% |
| 13.82352941 | 12 | 6.0% |
| 11.19047619 | 8 | 4.0% |
| 7.833333333 | 8 | 4.0% |
| 9.4 | 8 | 4.0% |
| Other values (19) | 50 |
| Value | Count | Frequency (%) |
| 4.795918367 | 1 | 0.5% |
| 5 | 1 | 0.5% |
| 5.222222222 | 1 | 0.5% |
| 6.184210526 | 5 | |
| 6.351351351 | 6 | |
| 6.527777778 | 1 | 0.5% |
| 6.714285714 | 1 | 0.5% |
| 6.911764706 | 1 | 0.5% |
| 7.121212121 | 1 | 0.5% |
| 7.34375 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 18.07692308 | 1 | 0.5% |
| 16.78571429 | 2 | 1.0% |
| 15.66666667 | 3 | 1.5% |
| 14.6875 | 5 | 2.5% |
| 13.82352941 | 12 | |
| 13.05555556 | 3 | 1.5% |
| 12.36842105 | 27 | |
| 11.75 | 3 | 1.5% |
| 11.19047619 | 8 | 4.0% |
| 10.68181818 | 4 | 2.0% |
highway-L/100km
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 30 |
|---|---|
| Distinct (%) | 14.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.044956825 |
| Minimum | 4.351851852 |
|---|---|
| Maximum | 14.6875 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 4.351851852 |
|---|---|
| 5-th percentile | 5.595238095 |
| Q1 | 6.911764706 |
| median | 7.833333333 |
| Q3 | 9.4 |
| 95-th percentile | 10.68181818 |
| Maximum | 14.6875 |
| Range | 10.33564815 |
| Interquartile range (IQR) | 2.488235294 |
Descriptive statistics
| Standard deviation | 1.840738522 |
|---|---|
| Coefficient of variation (CV) | 0.2288065135 |
| Kurtosis | 1.235190109 |
| Mean | 8.044956825 |
| Median Absolute Deviation (MAD) | 1.481981982 |
| Skewness | 0.8496621786 |
| Sum | 1617.036322 |
| Variance | 3.388318308 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 9.4 | 19 | 9.5% |
| 9.791666667 | 17 | 8.5% |
| 6.184210526 | 17 | 8.5% |
| 7.34375 | 16 | 8.0% |
| 7.833333333 | 16 | 8.0% |
| 6.911764706 | 14 | 7.0% |
| 6.351351351 | 13 | 6.5% |
| 8.392857143 | 12 | 6.0% |
| 8.103448276 | 10 | 5.0% |
| 7.121212121 | 9 | 4.5% |
| Other values (20) | 58 |
| Value | Count | Frequency (%) |
| 4.351851852 | 1 | 0.5% |
| 4.433962264 | 1 | 0.5% |
| 4.7 | 1 | 0.5% |
| 5 | 2 | 1.0% |
| 5.108695652 | 2 | 1.0% |
| 5.465116279 | 2 | 1.0% |
| 5.595238095 | 3 | 1.5% |
| 5.731707317 | 3 | 1.5% |
| 6.025641026 | 2 | 1.0% |
| 6.184210526 | 17 |
| Value | Count | Frequency (%) |
| 14.6875 | 2 | 1.0% |
| 13.82352941 | 1 | 0.5% |
| 13.05555556 | 2 | 1.0% |
| 12.36842105 | 2 | 1.0% |
| 11.75 | 2 | 1.0% |
| 10.68181818 | 7 | 3.5% |
| 10.2173913 | 7 | 3.5% |
| 9.791666667 | 17 | |
| 9.4 | 19 | |
| 9.038461538 | 3 | 1.5% |
| Distinct | 3 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 KiB |
| Low | |
|---|---|
| Median | |
| High | 12 |
Length
| Max length | 6 |
|---|---|
| Median length | 3 |
| Mean length | 3.328358209 |
| Min length | 3 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Low |
|---|---|
| 2nd row | Low |
| 3rd row | Low |
| 4th row | Low |
| 5th row | Low |
Common Values
| Value | Count | Frequency (%) |
| Low | 171 | |
| Median | 18 | 9.0% |
| High | 12 | 6.0% |
Length
Pie chart
| Value | Count | Frequency (%) |
| low | 171 | |
| median | 18 | 9.0% |
| high | 12 | 6.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 181 | |
| 1 | 20 | 10.0% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 181 | |
| 1 | 20 | 10.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 181 | |
| 0 | 20 | 10.0% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 1 | 181 | |
| 0 | 20 | 10.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
normalized_length
Real number (ℝ)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 73 |
|---|---|
| Distinct (%) | 36.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -1.628106163 × 10-14 |
| Minimum | -2.686294812 |
|---|---|
| Maximum | 2.751056913 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 110 |
| Negative (%) | 54.7% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | -2.686294812 |
|---|---|
| 5-th percentile | -1.371591858 |
| Q1 | -0.6006240757 |
| median | -0.08123525412 |
| Q3 | 0.7546561306 |
| 95-th percentile | 1.850241926 |
| Maximum | 2.751056913 |
| Range | 5.437351726 |
| Interquartile range (IQR) | 1.355280206 |
Descriptive statistics
| Standard deviation | 1 |
|---|---|
| Coefficient of variation (CV) | -6.142105612 × 1013 |
| Kurtosis | -0.06519162777 |
| Mean | -1.628106163 × 10-14 |
| Median Absolute Deviation (MAD) | 0.5599660732 |
| Skewness | 0.1544463518 |
| Sum | -3.27116112 × 10-12 |
| Variance | 1 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -1.371591858 | 15 | 7.5% |
| 1.184774998 | 11 | 5.5% |
| 1.014350541 | 7 | 3.5% |
| -0.6412013273 | 7 | 3.5% |
| -0.2029670092 | 7 | 3.5% |
| 0.2920754614 | 6 | 3.0% |
| -0.7223558307 | 6 | 3.0% |
| 1.006235091 | 6 | 3.0% |
| 0.162228256 | 6 | 3.0% |
| 0.113535554 | 5 | 2.5% |
| Other values (63) | 125 |
| Value | Count | Frequency (%) |
| -2.686294812 | 1 | 0.5% |
| -2.40225405 | 2 | 1.0% |
| -1.964019732 | 3 | 1.5% |
| -1.485208162 | 1 | 0.5% |
| -1.404053659 | 1 | 0.5% |
| -1.387822758 | 1 | 0.5% |
| -1.371591858 | 15 | |
| -1.322899156 | 1 | 0.5% |
| -1.257975553 | 3 | 1.5% |
| -1.249860103 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 2.751056913 | 1 | 0.5% |
| 2.304707145 | 2 | |
| 2.061243635 | 2 | |
| 2.028781833 | 1 | 0.5% |
| 2.004435482 | 4 | |
| 1.850241926 | 1 | 0.5% |
| 1.590547515 | 1 | 0.5% |
| 1.501277562 | 3 | |
| 1.420123058 | 1 | 0.5% |
| 1.355199455 | 2 |
normalized_width
Real number (ℝ)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 43 |
|---|---|
| Distinct (%) | 21.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.443621342 × 10-14 |
| Minimum | -2.65959188 |
|---|---|
| Maximum | 2.90793725 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 116 |
| Negative (%) | 57.7% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | -2.65959188 |
|---|---|
| 5-th percentile | -1.089263151 |
| Q1 | -0.851334556 |
| median | -0.1851344891 |
| Q3 | 0.3383084206 |
| 95-th percentile | 2.098980026 |
| Maximum | 2.90793725 |
| Range | 5.56752913 |
| Interquartile range (IQR) | 1.189642977 |
Descriptive statistics
| Standard deviation | 1 |
|---|---|
| Coefficient of variation (CV) | 6.92702422 × 1013 |
| Kurtosis | 0.6786551692 |
| Mean | 1.443621342 × 10-14 |
| Median Absolute Deviation (MAD) | 0.6662000669 |
| Skewness | 0.8750290419 |
| Sum | 2.899014362 × 10-12 |
| Variance | 1 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.9940917132 | 24 | 11.9% |
| 0.2907227015 | 23 | 11.4% |
| -0.2327202082 | 15 | 7.5% |
| -0.7085773988 | 10 | 5.0% |
| 1.194851364 | 10 | 5.0% |
| -0.898920275 | 9 | 4.5% |
| -1.089263151 | 9 | 4.5% |
| -0.1851344891 | 8 | 4.0% |
| -0.3278916463 | 7 | 3.5% |
| 0.623822735 | 6 | 3.0% |
| Other values (33) | 80 |
| Value | Count | Frequency (%) |
| -2.65959188 | 1 | 0.5% |
| -1.945806094 | 1 | 0.5% |
| -1.612706061 | 1 | 0.5% |
| -1.184434589 | 1 | 0.5% |
| -1.089263151 | 9 | 4.5% |
| -0.9940917132 | 24 | |
| -0.9465059941 | 3 | 1.5% |
| -0.898920275 | 9 | 4.5% |
| -0.851334556 | 2 | 1.0% |
| -0.8037488369 | 6 | 3.0% |
| Value | Count | Frequency (%) |
| 2.90793725 | 1 | 0.5% |
| 2.765180093 | 3 | |
| 2.622422936 | 3 | |
| 2.38449434 | 1 | 0.5% |
| 2.241737183 | 1 | 0.5% |
| 2.194151464 | 1 | 0.5% |
| 2.098980026 | 3 | |
| 1.765879993 | 2 | |
| 1.432779959 | 4 | |
| 1.38519424 | 1 | 0.5% |
normalized_height
Real number (ℝ)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 49 |
|---|---|
| Distinct (%) | 24.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -1.980560547 × 10-14 |
| Minimum | -2.437540913 |
|---|---|
| Maximum | 2.464776007 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 94 |
| Negative (%) | 46.8% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | -2.437540913 |
|---|---|
| 5-th percentile | -1.661340734 |
| Q1 | -0.7217299911 |
| median | 0.13617547 |
| Q3 | 0.7081124441 |
| 95-th percentile | 1.525165264 |
| Maximum | 2.464776007 |
| Range | 4.902316921 |
| Interquartile range (IQR) | 1.429842435 |
Descriptive statistics
| Standard deviation | 1 |
|---|---|
| Coefficient of variation (CV) | -5.049075634 × 1013 |
| Kurtosis | -0.4329081504 |
| Mean | -1.980560547 × 10-14 |
| Median Absolute Deviation (MAD) | 0.6536422561 |
| Skewness | 0.02917329915 |
| Sum | -3.979150343 × 10-12 |
| Variance | 1 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -1.211961683 | 14 | 7.0% |
| 0.7898177261 | 12 | 6.0% |
| 0.13617547 | 10 | 5.0% |
| 0.299586034 | 10 | 5.0% |
| 0.7081124441 | 9 | 4.5% |
| -0.7217299911 | 9 | 4.5% |
| 0.217880752 | 8 | 4.0% |
| 1.198344136 | 8 | 4.0% |
| -0.8851405551 | 7 | 3.5% |
| 0.9532282901 | 7 | 3.5% |
| Other values (39) | 107 |
| Value | Count | Frequency (%) |
| -2.437540913 | 1 | 0.5% |
| -2.029014503 | 2 | 1.0% |
| -1.783898657 | 2 | 1.0% |
| -1.702193375 | 4 | 2.0% |
| -1.661340734 | 3 | 1.5% |
| -1.457077529 | 6 | |
| -1.334519606 | 1 | 0.5% |
| -1.293666965 | 5 | 2.5% |
| -1.211961683 | 14 | |
| -1.130256401 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 2.464776007 | 2 | 1.0% |
| 2.17880752 | 3 | 1.5% |
| 2.015396956 | 4 | |
| 1.851986392 | 1 | 0.5% |
| 1.525165264 | 3 | 1.5% |
| 1.198344136 | 8 | |
| 1.116638854 | 2 | 1.0% |
| 1.034933572 | 2 | 1.0% |
| 0.9940809311 | 3 | 1.5% |
| 0.9532282901 | 7 |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| symboling | normalized-losses | make | aspiration | num-of-doors | body-style | drive-wheels | engine-location | wheel-base | length | width | height | curb-weight | engine-type | num-of-cylinders | engine-size | fuel-system | bore | stroke | compression-ratio | horsepower | peak-rpm | city-mpg | highway-mpg | price | city-L/100km | highway-L/100km | price_binned | diesel | gas | normalized_length | normalized_width | normalized_height | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 3 | NaN | alfa-romero | std | two | convertible | rwd | front | 88.6 | 168.8 | 64.1 | 48.8 | 2548 | dohc | four | 130 | mpfi | 3.47 | 2.68 | 9.0 | 111.0 | 5000.0 | 21 | 27 | 13495 | 11.190476 | 8.703704 | Low | 0 | 1 | -0.438315 | -0.851335 | -2.029015 |
| 1 | 3 | NaN | alfa-romero | std | two | convertible | rwd | front | 88.6 | 168.8 | 64.1 | 48.8 | 2548 | dohc | four | 130 | mpfi | 3.47 | 2.68 | 9.0 | 111.0 | 5000.0 | 21 | 27 | 16500 | 11.190476 | 8.703704 | Low | 0 | 1 | -0.438315 | -0.851335 | -2.029015 |
| 2 | 1 | NaN | alfa-romero | std | two | hatchback | rwd | front | 94.5 | 171.2 | 65.5 | 52.4 | 2823 | ohcv | six | 152 | mpfi | 2.68 | 3.47 | 9.0 | 154.0 | 5000.0 | 19 | 26 | 16500 | 12.368421 | 9.038462 | Low | 0 | 1 | -0.243544 | -0.185134 | -0.558319 |
| 3 | 2 | 164.0 | audi | std | four | sedan | fwd | front | 99.8 | 176.6 | 66.2 | 54.3 | 2337 | ohc | four | 109 | mpfi | 3.19 | 3.40 | 10.0 | 102.0 | 5500.0 | 24 | 30 | 13950 | 9.791667 | 7.833333 | Low | 0 | 1 | 0.194690 | 0.147966 | 0.217881 |
| 4 | 2 | 164.0 | audi | std | four | sedan | 4wd | front | 99.4 | 176.6 | 66.4 | 54.3 | 2824 | ohc | five | 136 | mpfi | 3.19 | 3.40 | 8.0 | 115.0 | 5500.0 | 18 | 22 | 17450 | 13.055556 | 10.681818 | Low | 0 | 1 | 0.194690 | 0.243137 | 0.217881 |
| 5 | 2 | NaN | audi | std | two | sedan | fwd | front | 99.8 | 177.3 | 66.3 | 53.1 | 2507 | ohc | five | 136 | mpfi | 3.19 | 3.40 | 8.5 | 110.0 | 5500.0 | 19 | 25 | 15250 | 12.368421 | 9.400000 | Low | 0 | 1 | 0.251498 | 0.195551 | -0.272351 |
| 6 | 1 | 158.0 | audi | std | four | sedan | fwd | front | 105.8 | 192.7 | 71.4 | 55.7 | 2844 | ohc | five | 136 | mpfi | 3.19 | 3.40 | 8.5 | 110.0 | 5500.0 | 19 | 25 | 17710 | 12.368421 | 9.400000 | Low | 0 | 1 | 1.501278 | 2.622423 | 0.789818 |
| 7 | 1 | NaN | audi | std | four | wagon | fwd | front | 105.8 | 192.7 | 71.4 | 55.7 | 2954 | ohc | five | 136 | mpfi | 3.19 | 3.40 | 8.5 | 110.0 | 5500.0 | 19 | 25 | 18920 | 12.368421 | 9.400000 | Median | 0 | 1 | 1.501278 | 2.622423 | 0.789818 |
| 8 | 1 | 158.0 | audi | turbo | four | sedan | fwd | front | 105.8 | 192.7 | 71.4 | 55.9 | 3086 | ohc | five | 131 | mpfi | 3.13 | 3.40 | 8.3 | 140.0 | 5500.0 | 17 | 20 | 23875 | 13.823529 | 11.750000 | Median | 0 | 1 | 1.501278 | 2.622423 | 0.871523 |
| 9 | 2 | 192.0 | bmw | std | two | sedan | rwd | front | 101.2 | 176.8 | 64.8 | 54.3 | 2395 | ohc | four | 108 | mpfi | 3.50 | 2.80 | 8.8 | 101.0 | 5800.0 | 23 | 29 | 16430 | 10.217391 | 8.103448 | Low | 0 | 1 | 0.210921 | -0.518235 | 0.217881 |
Last rows
| symboling | normalized-losses | make | aspiration | num-of-doors | body-style | drive-wheels | engine-location | wheel-base | length | width | height | curb-weight | engine-type | num-of-cylinders | engine-size | fuel-system | bore | stroke | compression-ratio | horsepower | peak-rpm | city-mpg | highway-mpg | price | city-L/100km | highway-L/100km | price_binned | diesel | gas | normalized_length | normalized_width | normalized_height | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 191 | -1 | 74.0 | volvo | std | four | wagon | rwd | front | 104.3 | 188.8 | 67.2 | 57.5 | 3034 | ohc | four | 141 | mpfi | 3.78 | 3.15 | 9.5 | 114.0 | 5400.0 | 23 | 28 | 13415 | 10.217391 | 8.392857 | Low | 0 | 1 | 1.184775 | 0.623823 | 1.525165 |
| 192 | -2 | 103.0 | volvo | std | four | sedan | rwd | front | 104.3 | 188.8 | 67.2 | 56.2 | 2935 | ohc | four | 141 | mpfi | 3.78 | 3.15 | 9.5 | 114.0 | 5400.0 | 24 | 28 | 15985 | 9.791667 | 8.392857 | Low | 0 | 1 | 1.184775 | 0.623823 | 0.994081 |
| 193 | -1 | 74.0 | volvo | std | four | wagon | rwd | front | 104.3 | 188.8 | 67.2 | 57.5 | 3042 | ohc | four | 141 | mpfi | 3.78 | 3.15 | 9.5 | 114.0 | 5400.0 | 24 | 28 | 16515 | 9.791667 | 8.392857 | Low | 0 | 1 | 1.184775 | 0.623823 | 1.525165 |
| 194 | -2 | 103.0 | volvo | turbo | four | sedan | rwd | front | 104.3 | 188.8 | 67.2 | 56.2 | 3045 | ohc | four | 130 | mpfi | 3.62 | 3.15 | 7.5 | 162.0 | 5100.0 | 17 | 22 | 18420 | 13.823529 | 10.681818 | Low | 0 | 1 | 1.184775 | 0.623823 | 0.994081 |
| 195 | -1 | 74.0 | volvo | turbo | four | wagon | rwd | front | 104.3 | 188.8 | 67.2 | 57.5 | 3157 | ohc | four | 130 | mpfi | 3.62 | 3.15 | 7.5 | 162.0 | 5100.0 | 17 | 22 | 18950 | 13.823529 | 10.681818 | Median | 0 | 1 | 1.184775 | 0.623823 | 1.525165 |
| 196 | -1 | 95.0 | volvo | std | four | sedan | rwd | front | 109.1 | 188.8 | 68.9 | 55.5 | 2952 | ohc | four | 141 | mpfi | 3.78 | 3.15 | 9.5 | 114.0 | 5400.0 | 23 | 28 | 16845 | 10.217391 | 8.392857 | Low | 0 | 1 | 1.184775 | 1.432780 | 0.708112 |
| 197 | -1 | 95.0 | volvo | turbo | four | sedan | rwd | front | 109.1 | 188.8 | 68.8 | 55.5 | 3049 | ohc | four | 141 | mpfi | 3.78 | 3.15 | 8.7 | 160.0 | 5300.0 | 19 | 25 | 19045 | 12.368421 | 9.400000 | Median | 0 | 1 | 1.184775 | 1.385194 | 0.708112 |
| 198 | -1 | 95.0 | volvo | std | four | sedan | rwd | front | 109.1 | 188.8 | 68.9 | 55.5 | 3012 | ohcv | six | 173 | mpfi | 3.58 | 2.87 | 8.8 | 134.0 | 5500.0 | 18 | 23 | 21485 | 13.055556 | 10.217391 | Median | 0 | 1 | 1.184775 | 1.432780 | 0.708112 |
| 199 | -1 | 95.0 | volvo | turbo | four | sedan | rwd | front | 109.1 | 188.8 | 68.9 | 55.5 | 3217 | ohc | six | 145 | idi | 3.01 | 3.40 | 23.0 | 106.0 | 4800.0 | 26 | 27 | 22470 | 9.038462 | 8.703704 | Median | 1 | 0 | 1.184775 | 1.432780 | 0.708112 |
| 200 | -1 | 95.0 | volvo | turbo | four | sedan | rwd | front | 109.1 | 188.8 | 68.9 | 55.5 | 3062 | ohc | four | 141 | mpfi | 3.78 | 3.15 | 9.5 | 114.0 | 5400.0 | 19 | 25 | 22625 | 12.368421 | 9.400000 | Median | 0 | 1 | 1.184775 | 1.432780 | 0.708112 |